Furthermore, significant correlations were observed between markers of renal dysfunction and other parameters, including a negative correlation between eGFR and Pi (rho = −0.389, p < 0.001), PTH (rho = −0.571, p < 0.001), hsCRP (rho = −0.323, p = 0.005), and IL-6 (rho = −0.381, p < 0.001), and a positive correlation between SCr and Pi (rho = 0.307, p = 0.007), PTH (rho = 0.529, p < 0.001), hsCRP (rho = 0.270, p = 0.019), and IL-6 (rho = 0.336, p = 0.003). The gene discussed is PTH; the disease is Abnormal renal physiology.